{"id":"W4283756671","doi":"10.1111/os.13354","title":"Total Knee Arthroplasty Using Adjusted Restricted Kinematic Alignment for the Treatment of Severe Varus Deformity: Technical Note","year":2022,"lang":"en","type":"article","venue":"Orthopaedic Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Coronal plane; Medicine; Sagittal plane; Orthodontics; Varus deformity; Radiography; WOMAC; Osteoarthritis; Deformity; Arthroplasty; Surgery; Anatomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004990881,0.0003260367,0.0008409031,0.0002816546,0.000461046,0.00001250178,0.0000607494,0.00009485948,0.0005198996],"category_scores_gemma":[0.0005520315,0.0002256274,0.0008442145,0.0006904298,0.000172406,0.00007498406,0.0001146529,0.0002232749,0.000008018071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005431516,"about_ca_system_score_gemma":0.0005439573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000153156,"about_ca_topic_score_gemma":0.00003990141,"domain_scores_codex":[0.9972411,0.0001633314,0.0008562426,0.0003968825,0.0008152294,0.00052722],"domain_scores_gemma":[0.9956293,0.003039465,0.0003708912,0.000686149,0.0000960314,0.0001781878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00654032,0.006997733,0.5020154,0.001036003,0.001899084,0.001063855,0.001730721,0.01215654,0.007633961,0.0002465043,0.008780533,0.4498993],"study_design_scores_gemma":[0.02182325,0.008505423,0.8185994,0.0006208944,0.004506878,0.01577719,0.003830546,0.02550145,0.00159427,0.0001101984,0.09743991,0.001690567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924319,0.001035425,0.001685483,0.0008888245,0.0014793,0.00205735,0.0001684593,0.0001573905,0.00009585663],"genre_scores_gemma":[0.9961168,0.000118307,0.001906155,0.0001802938,0.000220245,0.0004783284,0.0001038192,0.00006851499,0.0008075187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4482088,"threshold_uncertainty_score":0.9200819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469721936361527,"score_gpt":0.2751599737695342,"score_spread":0.2404627544059189,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}